Tools of Managerial Decision-Making while Investing in Blockchain Projects
Consideration of the specifics of cryptocurrency, analysis of the market, as well as the development of decision-making tools. Understanding the field based on statistical data, interviews with cryptocurrency market professionals and personal experience.
Рубрика | Менеджмент и трудовые отношения |
Вид | дипломная работа |
Язык | английский |
Дата добавления | 04.12.2019 |
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The next dimension for description is the presence of a certain sum of money as a soft cap. Dependency analysis results for this dimension are initially cannot be very important for our research team. The value of return on investment is higher for the projects which do not disclose a soft cap limited only to the hard cap. However, it does not mean founders will not continue working on the project by their own means.
Table 7
Prototype
Prototype |
"Return test" average |
|
No |
49,38372 |
|
Yes |
43,66892 |
Coming back to results of the dependence of the variables in table 8 it can be said that projects which do not make the whole investing project too complicated have better results in terms of return on investment indicator. Indicating only one finite sum of money is quite enough for blockchain projects conducting initial coin offerings.
Table 8
Soft Cap existence
Soft Cap |
"Return test" average |
|
No |
66,29008 |
|
Yes |
30,29522 |
The further indicator in table 9 is much more essential for the review process than the previous one because understanding the difference between the definitions of pre-ICO and private sale is vital for every investor into blockchain projects. So, the main difference is that private sale is ICO for funds, institutions or just big players on the market such as crypto influencers and crypto-related videobloggers. While pre-ICO phase is an opportunity for ordinary people to risk a large sum of money usually on the better terms. Such investors generally have a certain type of bonus for their contribution to the project. However, projects which have such opportunity for investing a lot namely from the side of ordinary investors are associated with scam ones in the first place because they are aimed to collect at least several portions of investors` money and just quit afterward. Certainly, this is not always a matter of case however even one stereotype is enough to scare possible cryptocurrency investor.
The following parameter in table 10 is a bonus lockup presence or not in the terms of the initial coin offering campaign. Bonus lockup means that if investors have certain bonuses for instance by participating in "bounty" or "airdrop" campaigns they have a specified period of time when they cannot sell these bonus tokens on the exchange. It does not necessarily mean that it is spread on the other tokens which were bought throughout the token sale, only on bonus onesю This parameter has to be taken into account from two sides.
Table 9
Public Pre-ICO
Public Pre-ICO |
"Return test" average |
|
No |
73,12527 |
|
Yes |
16,46472 |
First one is that lockup is usually good for the whole ecosystem of the project and its price stability during the period of a lock. Not only bonus token may be locked but also for instance tokens of private investors. However, in this situation, it is important to distinguish people who buy on ICO and already at the post-ICO stages. Investors when looking at the token metrics of a certain ICO project give their preference to the projects where there are no lockup periods at all, or this period is minimal. It allows selling these tokens quickly on the secondary markets after listing on the first exchange. That is exactly why no bonus lockup prevails over its presence, however, the difference is still insignificant.
Table 10
Bonus lockup
Bonus lockup |
"Return test" average |
|
No |
47,53822 |
|
Yes |
42,78947 |
The next variable in table 11 has paramount importance for many of ICO investors while making a decision regarding investing in a certain project or nor. Someone even does not look at other metrics of ICO and decide to invest or nor purely by the type of blockchain project. Many of crypto influencers believe that projects which are infrastructure in their nature, and which have "Blockchain" type have a better profit if to compare with other types. Their statements are based on the statistics, these are not allegations. Our test usage of variables with a large number of values also has proven that blockchain types are more profitable compared with "Platform" or "App". What is the main difference between these three types? Blockchain types mean that this is a real infrastructure project with the aim to develop blockchain technology itself. Inside this type may include various categories of projects such as "Protocols", "Smart-contracts", "Blockchain services". By the statistic and our conclusions for the test, all of them are less risky to invest than "Platform" or "App". The main intention of a "Platform" type is connected with the target audience for such platform-based projects. The main target audience of these "Platforms" are developers, nor ordinary clients. Platforms intend to help developers create new blockchain applications with the help of these new "platforms". At the same time "App" is just a blockchain based products usually in the form of an application for B2C and B2B clients.
Table 11
Types of projects
Type |
"Return test" average |
|
App |
24,16364 |
|
Blockchain |
149,76364 |
|
Platform |
83,02804 |
As regards to the correlation between quantitative variables and dependent variable "profitability", Spearman correlation test was used. The results in table 12 showed that correlation between all three variables and dependent variable "profitability" is negative. In terms of "Max public bonus" the dependence is inversely proportional with moderate negative correlation. That means that the bigger the public bonus is, the smaller the dependent variable is. The lack of any bonuses in the project makes it even more attractive than their existence.
Table 12
Other metrics
Correlations meaning |
P=value |
||
Best Token Sale Price, ETH |
-0,1407867 |
>0.05 |
|
Max public bonus, % |
-0,3288961 |
>0.05 |
|
Hard Cap, ETH |
-0,08995105 |
>0.05 |
The following dimension in table 13 is connected more with existed legal aspects of initial coin offerings. A whitelist is a form of preliminary registration for the participation in the ICO campaign. Usually it contains a special form where you need to write your name, surname, country of living, address of your "crypto" wallet from where you will send your cryptocurrency and also you have to submit the terms and conditions of the project. In other words, this is an initial stage of participation in ICO. KYC (Know your customer) is a stricter requirement to provide personal data of investors. In KYC investors need to give all the personal info including a scan of the passport, driver license, selfie with these documents and sometimes selfie with the name of the project and current date. And here is a question regarding anonymity arises. It turns out that if you are an investor in the ICO project you have to be ready to disclose your personal data. Otherwise you will not have chances to become a participant or the project itself is not well qualified.
Results of the test show that if a project has both whitelist and KYC the chances that it will be profitable are much higher than if it has only whitelist or only "know your customer". Interesting fact is that if a project has only KYC investors feel themselves unsafe thinking that their data will be compromised.
Table 13
"Whitelist" & "KYC"
Whitelist/KYC |
"Return test" average |
|
KYC |
18,92481 |
|
Whitelist |
50,63934 |
|
Whitelist & KYC |
79,36634 |
The following point in table 14 was dedicated to the regression model constructing. All the items in the ICO database in which "Return test" was higher than 1000 were deleted to form a more precise base. However, the final result of R-squared still was not high. The final number cannot be called a sufficient one to show a correlation between variables. The "estimate" field indicates that if the value is positive such as metrics "Type blockchain" and "Whitelist/KYC" for instance than the correlation is positive consequently. The next "Standard error" column shows that if the number is high than the dispersion is high as well. Pr column means the probability that the null hypothesis is true, and that the estimate is not significantly different from zero. In our case, several metrics including "types" and "soft cap existence" show that the possibility of zero hypothesis acceptance is very low.
Table 14
Regression model
Estimate |
Std. Error |
t value |
Pr(> |t|) |
|||
(Intercept) |
4.515e+01 |
1.777e+01 |
2.540 |
0.011370 |
* |
|
Best Token Sale Price, ETH |
-2.233e-01 |
3.408e-01 |
-0.655 |
0.512612 |
||
Max public bonus, % |
-1.141e-01 |
4.947e-02 |
-2.307 |
0.021448 |
* |
|
Prototype_yes |
-5.877e+00 |
1.281e+01 |
-0.459 |
0.646604 |
||
Hard Cap, ETH |
-8.535e-05 |
8.098e-05 |
-1.054 |
0.292383 |
||
Soft Cap_yes |
-3.617e+01 |
1.343e+01 |
-2.693 |
0.007311 |
** |
|
Public Pre-ICO_yes |
-2.182e+01 |
1.298e+01 |
-1.682 |
0.093241 |
. |
|
Type_Blockchain |
8.444e+01 |
2.574e+01 |
3.281 |
0.001107 |
** |
|
Type_Platform |
5.254e+01 |
1.441e+01 |
3.646 |
0.000294 |
*** |
|
Whitelist/KYC_Whitelist |
3.569e+01 |
2.133e+01 |
1.673 |
0.094917 |
. |
|
Whitelist/KYC_Whitelist&KYC |
3.623e+01 |
1.381e+01 |
2.624 |
0.008960 |
** |
|
Bonus lockup_yes |
-3.088e+00 |
1.373e+01 |
-0.225 |
0.822210 |
||
Adjusted R-squared: 0.09485 |
Interview results.
The research team has conducted several interviews with specialists in the crypto-related sphere who have vast experience in different sectors of blockchain-related industry. We were fortunate enough to be participants of Ian Balina "Crypto World Tour" held on the 15th of June in Moscow. Ian Balina is a crypto influencer and video blogger, who is popular for video overviews of various crypto projects, mainly ICOs. In his videos, he shares his thoughts about projects based on his personal token metrics formulas. He is originally from Africa but currently, live in the USA.
While visiting that conference we did our best to benefit from networking opportunities which were given to us there. Besides recording directly Ian`s speech we were privileged to ask some questions to him personally. The list of the questions and his answers may be found in Appendix 1. The main underlying message of his speech was that token metrics, in any case, have paramount importance for cryptocurrency investors. He also shared his personal attitude regarding the most relevant metrics he personally pays attention to. For example, he highlighted the team of the project as the main dimension. He said that besides their working experience he tries to check their skills via video conversations to tentatively understand what to expect. Of course, his own profile helps him to organize such Skype talks, however, it proves again the full extent of elaboration before investing. Besides "team" metric he also highlights the general idea of the project and its category by quoting his own statistics mainly in the infrastructure projects with profitability sometimes reaching to 50-100 times profit. Besides oral advice he also shared on the big screen his own spreadsheet where all the metrics were introduced to the audience.
Coming back to the networking opportunities, the research team also did an interview with "10$ Buffet" channel founders who also attended this event. These are two young men Artem Popov and Alik Arslanov. The main essence of their channel is an experiment when investment in crypto projects are made every day and the sum is always 10$, which is affordable for everyone. Another message which they tried to deliver by starting such an experiment is that cryptocurrency investing can be profitable despite opinion of a famous investor, mainly in stocks Warren Buffet.
After having a conversation with them research team has learned that investments into ICO and post-ICO vary significantly and hard to be measured, the market situation is essential to consider before investing and that their personal strategy, which actually differs from the experiment in terms of ICO is a short-termed one with quick returns.
Besides interviews with Ian Balina, Artem Popov and Alik Arslanov on the questions of the research team Sergey Chmill, the head of a crypto fund "Matrix CIB" agreed to answer. The questions were primarily focused on how crypto funds work and what strategy they use. At the same time, the fund`s work was separated from Sergey`s personal tactic while investing in blockchain projects. We have spoken with him also about projects` life cycles and when it is better to sell the initial investments. Several metrics were considered separately, including the level of hype around the project. Besides, some tips while analyzing were mentioned by him. He said that for every investor it is needed to be a participant of the "Telegram" group of the chosen project. All the questions can be asked there. Moreover, he mentioned that an early joining of the "Telegram" group may lead to some preferences in the following token sale. He believes that if an early group entering equals an opportunity to be a token holder of a very good blockchain project with consequent high profit than it is better to subscribe. According to his words, such actions are very easy but potentially can make an investor a millionaire. Similarly, he advised to participate in all the "airdrop" or so-called "crowd gift" campaigns of the very best projects if such are carried out.
After conducting interviews with cryptocurrency enthusiasts, the stage of data collection and analyzing has been completed. The obtained results have served as the basis for the creation of special guides for ICO and post-ICO investors.
Full-fledged guide description.
The research team has established a full-fledged guide including metrics of the blockchain projects which are recommended to draw the attention to. Content of this guide is based primarily on the statements of our respondents while interviews. However, to not to be limited only to interviews it is crucial to have other sources of data gathering. In our case to form a full-fledged guide case studies with statistical summaries as well as a good analysis of the theoretical background were needed.
The first thing which should be done before investing in blockchain projects is understanding where to find upcoming ICO or post-ICO. There are several ways how to do that. Sometimes an investor can just hear about the project from a friend or in a social media for instance. However, if there is a purposeful desire to get acquainted with upcoming blockchain initial coin offerings the best way is to appeal to special ICO-related web sites such as "ICO Drops", "ICO Bench" and others (ICO Drops.com, 2019) (ICO Bench.com, 2019). There are many ICOs introduced on these platforms both finished and upcoming ones. Additional tables regarding the amount of successful (in terms of profit) projects on these web sites are enclosed in figure 6.
Figure 6. Profit, loss and total
To begin with, all the guide`s metrics are divided into groups. Each group has a certain weigh according to data gathered by the research team before. The headings of the groups are the following:
- Communication abilities with team/coin (5%);
1) Answers in social networks 100/0 (Did you get the answer on the question? 100 - Yes; 0 - No).
- Marketing in social networks (10%);
1) Activity on "Telegram" 40/20/0 (Does social network show a good dynamic of growth? Do participants of social media are active enough? To what extent? 40 - Good positive dynamics, participants are active in discussion; 20 - Dynamics are average and gradual, participants show average activity; 0 - Dynamics show downtrend, activity is very low);
2) Activity on Twitter 40/20/0 (Does social network show a good dynamic of growth? Do participants of social media are active enough? To what extent? 40 - Good positive dynamics, participants are active in discussion; 20 - Dynamics are average and gradual, participants show average activity; 0 - Dynamics show downtrend, activity is very low);
3) Site visitors 20/10/0 (What is the traffic of the website? 20 - High traffic; 10 - Average traffic; 0 - Low traffic).
- Team strength (20%);
1) Profiles in general 100/50/0 (Does team have "all-star" members? 100 - 2 or more "all-stars"; 50 - 1 "all-star", 0 - lack of "all-stars").
- News (10%);
1) Community attitude 40/20/0 (Is there a positive attitude towards the project in the community? 40 - Positive attitude; 20 - Neutral attitude; 0 - "Fud" negative attitude);
2) Shilling effect 30/0 (Is there a shilling of the project? 30 - Yes; 0 - No);
3) Breaking news 30/0 (Are there any breaking news regarding the project in the very near future? 30 - Yes; 0 - No).
- Advisors (5%);
1) Advisors 100/50/0 (Does team have "all-star" advisors? 100 - 2 or more "all-stars"; 50 - 1 "all-star"; 0 - lack of "all-stars").
- Github (5%);
1) Github dynamics 100/70/35/0 (What is the dynamics of the project in Github? 100 - Rising dynamics, fresh updates; 70 - Average dynamics, updates; 30 - Downtrend dynamics, almost no updates; 0 - Dying dynamics, no updates at all).
- Product (15%);
1) Roadmap 45/0 (Do team members meet deadlines and work on time? 45 -Yes; 0 - No);
2) Roadmap updated 15/0 (Is roadmap updated? 15 - Yes; 0 - No);
3) Industry ranking 40/20/0 (What is the type of the project? 40 - Data service, blockchain, blockchain service, protocols; 20 - Payments, trading, finance; 0 - Other types).
- Token economics (15%);
1) Token lockup 50/25/15/0 (What is the period for tokens` lockup and to whom it applies? 50 - Lockup for private and team, no lockup for crowd sale; 25 - Lockup for private and team, partly locked for crowd sale; 15 - same short-term lockup for both parties: private and crowd sale; 0 - same long-term lockup for both parties: private and crowd sale);
2) Dividends 22/0 (Does a project have dividends? 22 - Yes; 0 - No);
3) Emission 22/0 (Is emission limited or not? 22 - Yes; 0 - No);
4) Airdrop 6/0 (What is the percentage of tokens is allocated for "airdrop"? 6 - <3%; 0 - >3%).
- Proof of investors` interest (15%)
1) Strategic partnerships 33/0 (Are there any strategic partnership expected in the nearest future? 33 - Yes, 0 - No);
2) Funds 34/0 (Are there any famous founds already invested in the project? 34 - Yes; 0 - No);
3) Famous holders 33/0 (Are there any famous people in the crypto community who have already invested in the project? 33 - Yes; 0 - No).
After the points for each metric are counted, they should be multiplied by the weight of the group and then aggregated together. If the final indicator is higher than 80 - the chances that a project will be profitable are high. The more illustrative guide with the main metrics to consider before investing is enclosed in the Appendix 3.
After an investor has become acquainted with the list of ICO websites, he or she may proceed to a detailed analysis in order to make a decision to invest in particular blockchain project or not. According to the research group` knowledge, after taking a certain project for analysis, the initial step to do is going to the official website of the project, as well as to the official page in the "Telegram" social network, where you can ask any arising question. The important point here is that even the exterior of the official website may already create a positive first impression on the potential investor. In general, blockchain projects are characterized by the fact that the websites are really made modern, where the graphic takes precedence over the text. The website of a project should have all the main sections with the details of the ICO, the presence of whitepaper, team members, etc. If there is no such section, or there are questions regarding the content of this section, then there are social media where all the question can be asked. Statistically, all the blockchain related events are mainly discussed in the "Telegram" and this social network may be used for all the possible questions. If the project has no "Telegram: community than it is needed to find any other social networks in the website and ask all the questions, there. "Discord" and "Twitter" are also popular for discussion of the blockchain related news and community in these networks is quite big.
There are some points from our guide occur at this point. First of all, if you are a first-time investor who is faced with some issues regarding the topic, then for the project is an enormous advantage if the administrators of social networks are able not only to answer the question but also to explain it for beginners if necessary. Unfortunately, many people just neglect it.
Since investor has got acquainted with the project, the website is viewed and all the necessary formalities are clarified, it is very important to understand directly the goal of the project and who are the main characters and ideas` generators in the project. Many influencers, including Ian Balina, give to this item the prevailing value. In our guide "Team Strength" weighs 20%, which is the largest indicator of all. It is essential for investors to clarify that if there are people in the team with a significant background in the project such as experience of working in large world-famous technological companies this is a big plus. Ian Balina also pays great attention to the fact that if a person has worked in a "fintech" industry as a developer or for a long time in a crypto-related company then such team member may be called an "all-star". Having two or more "all-stars" in the team equals a good ranking for a "team" indicator.
While analyzing the team members of the project it is essential to look at the advisors for the project as well. The weight of "advisors" indicator is less. People who develop the project may be called the primary ones. They are not just advising how, what, and when to do. It is clear that this "advisors" item should not be neglected, but it does not have much weight in our guide - only 5%.
Getting to know the team members and project advisors, as well as analyzing the page in the "Telegram", an investor already may understand the general attitude of the group members to the project as a whole and their expectations regarding possible profitability. If there is a positive atmosphere in the group, the participants support the team members and are active in boosting the project in a variety of ways - this is a huge plus for the project. Besides, from "Telegram" group, it is possible to understand whether there is a "shilling effect" of the project, which means that certain people (for example advisers) are actively promoting the project, which is not always good for objectivity, but at the same time somehow gives more hype to it. Usually, the site has a roadmap for past and future events, which are also often actively exaggerated in "Telegram". All this gives the project more publicity and a high "hype" score. However, it is crucial to understand that the level of hype is not a guarantee of the final profitability. That is why the "news" graph has only 10%. At the same time, the relevance of the roadmap is a very important aspect, many projects do not statistically fulfill certain plans on time. However, if some recognize this and update the roadmap by moving the timeline forward for some time, other projects do not even do that.
As already mentioned above, the idea of the project is an essential aspect of the analysis and decision-making on investment. Statistics and words of professional investors support an opinion that the blockchain infrastructure projects do have higher profitability compared to other categories. Infrastructure projects are those that develop the blockchain industry itself. Infrastructure projects include categories: "Blockchain", "Blockchain service", "Smart contract", etc. At the same time, simply investing in a new blockchain can be trapped if an investor does not take into account the relevance of the idea and its realistic implementation. The team can promise too much while investors will trust the team or, on the contrary, offer a too primitive solution that will not improve the infrastructure of the crypto sphere anyhow.
Sometimes in addition to the hype itself, which can often be unsubstantiated, the funds and large players investing in a project become known. This usually happens even before the crowd sale. Some projects even disclose the list of their partners and investors, making it public at an early stage. Among the reasons for this is to attract more participants during the ICO. There is a big deal for the investor to grasp that the project has such level of trust that allows funds to invest into its large sum of money.
One of the most important points that can easily remove all the positive aspects of the other ones - is the economy of tokens. It is not always necessary to have the skills of an economist, but it is needed to understand the basic concepts. For instance, it is a big deal to realize whether the token emission is limited or not. If investor, for instance, buys tokens that could be sold on the exchanges only in a year - then this is likely to be a negative moment, rather than a positive one. The market conditions may have changed several times, while the team of the project at this time will decide to dispose of investors` money for their own selfish purposes, and not for the benefit of the project itself. In order to understand the token economy of blockchain projects at the level of not getting into the above-mentioned traps, some experience is definitely needed that comes with time. Even professional investors make mistakes and then learn from them.
In addition, if you, as an investor, want to invest a decent amount in a particular project you like, but want to be as confident as possible in each metric, then in our guide there are metrics that do not weigh very much, but can affect the final profitability, while other metrics being equal and positive.
For instance, the "Github" activity metric weighs only 5%, but in fact, it can be called fundamental. "Github" is a platform where source codes of projects, including those based on blockchain, are stored. Sometimes when selecting projects, all the metrics are good, but if you look at "Github", you can see for example a picture that the code was last updated more than half a year ago. That is not good at all. It means that the dynamics may be called negative. Statistically, it turns out that the investment pays off at the moment when the project is most active, big events are expected, the code in "Github" is often updated, and there is a certain hype around the project. If this is also confirmed by the fact that many well-known funds and institutions have already invested in it, it gives even more confidence in the project.
The description of the metrics, mentioned above, are more applicable to ICO projects, but also work for the post-ICO stage. However, for a better analysis of projects already traded on the exchange market, there is another list of metrics that are highlighted by experienced investors in the blockchain technology. It can be even said that for the post-ICO stage these points have the greatest importance, and the above-mentioned metrics just complement them. Post-ICO Quantitative metrics (100%):
a) Big exchange 25/13/0 (Is there a listing already? What is the quality and amount of exchanges where the project is listed? 25 - No major exchange; 12 - one major exchange; 0 - already listed on several major exchanges);
b) Previous big pumps and dumps (10,5,0) (Are there any historical pumps and dumps, which were not correlated with market? 10 - Pump in the bear market; 5 - Pump in the bull market; 0 - Dump in the bull market);
c) ATH versus Price (15,8,0) (What is the current token price comparing with the highest? 15 - 50% or more; 7 - 30-50%; 0 - 0-30%);
e) Market capitalization of competitors (10,5,0) (What is the market capitalization of the competitors? 10 - >10x; 5 - 2-10x; 0 - <2x);
f) Growth after ICO (20,10,0) (What is the growth after ICO? 20 - 1-2x; 10 - >5x; 0 - >10x);
g) Time after ICO (20,10,0) (What is the time passes since ICO? 20 - 1-3 months; 10 - 0-1 or 3-9 months; 0 - older than 9 months).
To count the overall score, it is needed just to sum all the resulting indicators and count them as the overall number out of 100. If the final indicator is higher than 80 - the chances that a project will be profitable are high. The more illustrative guide with the main metrics to consider before investing is enclosed in Appendix 4.
The first point when thinking about investing in a particular project, which is already presented on the exchanges, is the number and quality of exchanges on which it is listed. In this regard, the situation may be different. The project can be presented only on one exchange and can be listed on several exchanges, but for example, they cannot be called very popular and their trading volume is low. Or it may be that the project is presented on 2-3 exchanges and all of them are top quality ones. While analyzing this metric it is necessary to understand clearly all the possible prospects, which can be forecasted for the near future. Our research team has determined that a lack of listing on the major exchange is, in any case, an advantage because there is a big opportunity to be listed there. Respectively the chances for the growth of a certain coin increase significantly upon the announcement of a listing. However, sometimes investors prefer not to take risks and invest in an already valid project presented on many large exchanges. Usually, such people want to get more stability from their investments.
The next important point in the selection of post-ICO projects to invest is the market trading history of the studied token. There is a significance for an investor to define how a certain asset has behaved in a particular period of time. Crypto industry has particular tendencies, which are very often repeated, and which should be taken into account while the analysis. Of course, there is no guarantee of repetition of the same pattern, but at the same time, this point cannot be excluded from the analysis. Following on, strong projects often demonstrate an upward trend, even at the time of a bear market. If such a pattern has already had during the trade history, it shows that the project has a certain force. It is important to determine why this happened before, whether it was once or several times and what could be the catalyst for the same movements in the future.
The following item which has the same importance while investing in post-ICO is the proportion of the current price of a certain token and its highest price throughout the whole period of the listing time. A good indicator is when the difference is 50% or more, that can show great potential for the growth of the project and means that it lost significantly from its highest levels of the price. However, this metric cannot be considered as the only and should be complemented with other ones. For instance, it could be a situation when the project just lost 99% and actually represents just an empty shell.
Another crucial point to understand before investing is market capitalization of projects-competitors which have a similar profile. It is anticipated that if a similar profile project has a capitalization which is much higher than the capitalization of the analyzed one, it means that there are great perspectives for growing again considering that other metrics of both projects are roughly the same. Such a metric should be analyzed only together with other ones.
The total growth of the project since the initial coin offering has also a paramount meaning for investors. The ideal is when there was a growth, but it was not too high. For instance, two-times growth could possibly talk about even more increase in price in the nearest future. At the same time when these indicators are 400 % or more than it is already a borderline. Maybe all the news regarding the project development have already been finished and all the plans are achieved. If the project has already produced extraordinary profits for investors it is better not to risk investing in it and expect a price decrease.
Various researches and statistical data show that crypto projects which start to be tradable firstly have high profitability and the next fall in price. And then the next period for growth comes again. For an investor, it is vital to follow the time horizons of the project life cycle as well as its overall age. Ideal for post-ICO investors is when a certain project has already given profitability for ICO investors but has lost some positions afterward. This moment is extremely important in paying attention to.
Discussion
After the work accomplished, a preliminary result of the research may be summarized and discussed. Firstly, the work was recommendary in nature and was aimed to be public. While analyzing literature regarding blockchain no similar guides were founded. Moreover, the research team did not see similar correlation analysis in the open access. Interviews with crypto enthusiasts, for instance, may be encountered on the internet, however, not many people ask about specific stuff which is bounded by the confidentiality level sometimes. However, our respondents were more than welcome to share their personal experience with us. The research team has stated several hypotheses at the beginning:
a) Short-term strategies are more effective for ICO investments rather than long-term ones;
b) Investments in projects which were already chosen by funds are profitable for ordinary investors;
c) "Blockchains" and "Blockchain service" categories of ICOs (infrastructure ones) are more preferable for investments related to other categories;
d) The presence of "High public bonus" is better for the profitability of blockchain project;
e) The degree of hype around a blockchain project positively affects its profitability for investors;
f) There are certain indicators of ICO which negatively influence on projects` profitability.
We defined that short-term strategies are more effective for ICO investments indeed. At least the majority of our respondents used the short-term tactic in terms of return on investments. On the contrary, post-ICO is characterized by deliberate profit expectation. At the same time market condition play a big role as well. We have confirmed that hypothesis.
Furthermore, it was determined that funds` participation in a certain project increase the chances of overall success for ordinary investors. Funds invest a lot but always choose the best project to minimize risks. This hypothesis can be confirmed for sure.
The next hypothesis was confirmed by the research team during all stages of the research. Infrastructure projects ("Blockchains" and "Blockchain service") really have greater profitability if to compare with other types.
Spearman correlation test has demonstrated the research team that there is an inverse relationship between variables which means that high public bonus, on the contrary, is bad for the project` return on investment ratio. That is why this hypothesis was declined.
The hype around the project can lead to different consequences. Oftentimes its level is not comparable with the strength of the project itself. However, sometimes high level of hype motivates the team of the project to work even more efficiently. This hypothesis was also declined.
The final hypothesis was dedicated to checking are there any metrics which are negatively mark different projects. This hypothesis was supported based on statistical analysis.
Chapter 6. Conclusion
To take everything into consideration it is important to highlight that blockchain startups draw increased attention from companies and the global community. The study of this cutting-edge technology moves the economy forward. There is a chance that with the help of blockchain our life can change dramatically and hopefully in a positive direction. In this paper, we studied not only the blockchain technology itself, but also related terms - crypto-currencies, mining, ICO, crypto-market, and others. Now blockchain technology is being studied by large companies in order to apply it in practice in the future. This can affect a variety of areas of our lives, including the banking sector, medicine, public services and so on. However, the blockchain needs to be adopted for the general mass of people, as the technology is not suitable for the mass market now. The cryptocurrency market in global is rather unstable and extended on the "crypto" market. The 20% change in the price per day is the norm, but on the classical exchange, this event will cause huge consequences. In general, the prices of cryptocurrencies are very much influenced by the general trend of the market. For example, there are periods of general recovery when prices rise for almost all assets. At the same time, there are periods of general decline, when even very promising at first glance projects lose in price. Investors agree with this; also, this is confirmed by the history of trading. In comparison with the traditional market, even during a major crisis, there are assets that grow in price. There are practically no such assets in the "crypto" market. Most recently, in May 2019, was held the annual "Consensus" conference, during which "Bitcoin" prices increased by several thousand dollars. Excluding 2018, the increase in the price of "Bitcoin" during this conference is observed from year to year. Even such an event as a conference can set the market trend. Competent work of a specialist is to see the beginning and end of these market trends. At the same time, an important factor is the ability to choose potentially successful and failed projects. In fact, in the "crypto" sphere there is a specific factor of seasonality, the deep study of which is not included in this work. However, this factor becomes noticeable to people who are faced with the "crypto" sphere. Accordingly, an important skill is the ability to get the most out of a positive market trend and minimize losses in a negative market trend. Its detailed study possibly will allow to take steps for normalization of the processes inside and bring the necessary stability into the market.
Due to the high yield, blockchain startups attract many investors by imaginary prospects of success. Among projects, there are both genetically working and successful ones and real scams at the same time. The ability to correctly allocate investment funds and have proper money management is extremely important for investors. Not all existing investment strategies that are well-established in the traditional economic conditions work as effectively in the blockchain sphere. (Dorofeev, Maidanov, Snopov, 2019) Our aim was to identify the most appropriate strategies for investment in blockchain startups, as well as risk assessment methods. The study is based on the work of experts in the field and the statistics. The data was taken from open sources and also from personal experience in a crypto investment company. Additionally, a practical study was conducted by our team of researchers. A practical part is dedicated to investors in this area who shared their thoughts regarding the features of work, the used strategies, and their own cases. With the help of answers to the interview question, as well as statistical analysis, we have confirmed or disproved all the hypotheses. In practice, we have seen that many investors do not use well-formulated algorithms. They are guided by a set of factors and criteria that, together with their own subjective assessment, influence the decision to invest. And there are generally accepted indicators that investors look at. At the same time, during the interview, one of the participants described a computer algorithm for evaluating blockchain projects. However, it was not available for us due to the high commercial value of such an algorithm. In addition, the above algorithm requires special skills to work with it, and our task was to make a simple and understandable guide. In general, the interviews vastly helped to improve the understanding of the current realities of the crypto market. The received answers became a transition point between dry statistics and direct participation in investment. They make it easier to understand the principles on which cryptocurrency investors work. In addition to interviews with experts, statistical analysis played an important role. We made a big pivot table that has been specified more than 20 metrics for ICO 2018. A lot of work was done, in which the partners of the research team from related crypto companies took part. This research paper describes in detail the process of drawing up such a table, as well as the selected criteria for filling. Thanks to this, everyone can start collecting data about the ICO using a ready-made template created by our team. The interpretation of the above data allowed us to identify many significant observations. We analyzed the relationship between a variety of ICO criteria and compared them with the actual profitability of the projects. For example, we saw a positive relationship between the severity of the verification procedure of ICO participants and the actual yield. This means that projects that had a "whitelist" verification system and "KYC" procedure, in general, showed great profitability. At the same time, the relationship between many criteria and the actual profitability of the project was not found. This makes it possible to simplify the work of investors and reduce the process of analysis, excluding unnecessary variables. Determining the importance of a particular criterion was checked by searching for the relationship between various aspects of the ICO and its profitability. This test was carried out using statistical analysis methods. Accordingly, on the basis of the obtained results, the stated hypotheses were accepted or rejected. Most of the hypotheses were confirmed. These include: "Short-term strategies are more effective for ICO investments rather than long-term ones"; "Investments in favorable projects of funds are more likely to be profitable"; "Blockchains" and "Blockchain service" categories of ICOs (infrastructure ones) are more preferable for investments related to other categories", "There are certain indicators of ICO which negatively influence on projects` profitability". To test the last hypothesis from this list, all aspects of the ICO that were part of the original database were tested. Testing was carried out using the previously mentioned methods, its aim was to find the relationship between the ICO metric and the "Return test". All statistically significant relationships are reflected in the constructed regression model. Most of the detected relationships were quite weak. A certain set of indicators did not have a mathematical effect on the profitability index. There were no significant connections between the variables "Hype score", "Country with most traffic", "Tokens for open market, %", "Number of Team Members" and "Return test". There are also certain indicators that were not included in the analysis. The variables "Main industry", "Country of origin", "Unsold Tokens" have too many values, which makes pairwise comparison meaningless. To include them in the analysis, it is needed to conduct an additional grouping of values into broader categories. No final decision was made on this issue, so it was decided to exclude these metrics from the statistical analysis. During the study, a number of hypotheses were rejected: "The presence of "high public bonus" is better for the profitability of blockchain project", "The degree of hype around a blockchain project positively affects its profitability for investors". A linear regression model was constructed on the basis of statistical operations. This model did not show a full explanation of the relationship between the criteria. Perhaps the used methods were not enough to describe the required phenomenon. Accordingly, in future studies, it is possible to devote more time for pre-processing and the use of other methods of statistical analysis. The time factor was not taken into account when constructing the regression model, which could affect its accuracy. At the same time, the result can be explained by the fact that the influence of independent variables is really very small. The profit indicator is a rather complex indicator, which is influenced by a huge number of factors. It is assumed that not all of these factors were taken into account in the construction of the model. This regression model can be supplemented or replaced in future studies.
After analyzing the results, we have made a specific guide for a person who wants to invest in blockchain startups. This was the task of this work and it was successfully completed. At the moment there are no such papers due to the young nature of the sphere and certain fear of possible mistakes. As a consequence, many investors fail and incur unnecessary costs owing to the difficulties of perception of rich information flow. This study extends the understanding of the investment principles in the blockchain projects, as well as help investors to reduce risks and more efficiently distribute their funds.
As already mentioned, the blockchain-related sphere is developing quite rapidly, so the study will require additions and corrections. At this stage, legislation on crypto investment is still emerging, which will significantly affect this sphere in the future. This paper is partly touching the aspect of state regulation in the "theoretical foundation" part since there is a global discussion on this topic. For example, in Russia, there is no legislation on cryptocurrencies and mining. At the same time, mining is prohibited in China. And this is despite the fact that on its territory there are huge mining farms. Their appearance is due to the low cost of electricity required for the operation of the crypto farm. The desire to make money on cryptocurrency sometimes makes people break the law. This is the basis of the argument of people who oppose the blockchain and the blockchain-related sphere as a whole. In their opinion, complete anonymity provides too much freedom. This may affect the development of the shadow market with illegal goods or services. In general, the future of blockchain startups depends on the development trends of this sphere. Therefore, it is important to maintain the scientific interest of the public, conducting new research. There is a huge potential of the technology, which is noted by a team of researchers, as well as scientists and public people. However, the successful development of the blockchain requires its integration into society. It is happening right now even though a lot of people do not notice it. We hope that in the future the potential of the blockchain will be applied in diverse applications.
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